TheRock/rocm-libraries/projects/miopen/test/gtest/unit_conv_solver_ConvBinWinogradRxSf2x3g1.cpp

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#include "unit_conv_solver.hpp"

namespace {

auto GetConvTestCasesHalfFwd()
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{1, 40, 20, 20}, {20, 40, 3, 3}, {1, 1}, {1, 1}, {1, 1}, miopenHalf},
        // clang-format on
    };
}

auto GetConvTestCasesHalfBwd()
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{1, 20, 20, 20}, {40, 20, 3, 3}, {1, 1}, {1, 1}, {1, 1}, miopenHalf},
        // clang-format on
    };
}

auto GetConvTestCasesHalfWrw()
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{1, 20, 20, 20}, {20, 20, 3, 3}, {1, 1}, {1, 1}, {1, 1}, miopenHalf},
        // clang-format on
    };
}

auto GetConvTestCasesFloat()
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{1, 20, 20, 20}, {20, 20, 3, 3}, {1, 1}, {1, 1}, {1, 1}, miopenFloat},
        // clang-format on
    };
}

template <miopenDataType_t datatype>
miopen::unit_tests::UnitTestConvSolverParams GetTestParams()
{
    Gpu supported_gpus = Gpu::gfx906 | Gpu::gfx908 | Gpu::gfx90A | Gpu::gfx94X | Gpu::gfx950 |
                         Gpu::gfx103X | Gpu::gfx110X | Gpu::gfx115X | Gpu::gfx120X;
    if constexpr(datatype == miopenFloat)
    {
        supported_gpus = supported_gpus | Gpu::gfx900;
    }
    auto p = miopen::unit_tests::UnitTestConvSolverParams(supported_gpus);
    p.CheckXnackDisabled();
    if constexpr(datatype == miopenHalf)
    {
        // FP16 ALT attribute is disabled to enable the backward solver on MI200 for HALF
        p.SetConvAttrFp16Alt(0);
    }
    return p;
}

miopen::unit_tests::UnitTestConvSolverParams GetTestParamsHalf()
{
    return GetTestParams<miopenHalf>();
}

miopen::unit_tests::UnitTestConvSolverParams GetTestParamsFloat()
{
    return GetTestParams<miopenFloat>();
}

} // namespace

using GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Fwd_FP16 = GPU_UnitTestConvSolverFwd_FP16;
using GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Bwd_FP16 = GPU_UnitTestConvSolverBwd_FP16;
using GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Wrw_FP16 = GPU_UnitTestConvSolverWrw_FP16;
using GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Fwd_FP32 = GPU_UnitTestConvSolverFwd_FP32;
using GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Bwd_FP32 = GPU_UnitTestConvSolverBwd_FP32;
using GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Wrw_FP32 = GPU_UnitTestConvSolverWrw_FP32;
using CPU_UnitTestConvSolverBinWinogradRxSf2x3g1DevApplicabilityFwd_FP16 =
    CPU_UnitTestConvSolverDevApplicabilityFwd_NONE;
using CPU_UnitTestConvSolverBinWinogradRxSf2x3g1DevApplicabilityFwd_FP32 =
    CPU_UnitTestConvSolverDevApplicabilityFwd_NONE;

TEST_P(GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Fwd_FP16, ConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::ConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Bwd_FP16, ConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::ConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Wrw_FP16, ConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::ConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Fwd_FP32, ConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::ConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Bwd_FP32, ConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::ConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Wrw_FP32, ConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::ConvBinWinogradRxSf2x3g1{});
};

TEST_P(CPU_UnitTestConvSolverBinWinogradRxSf2x3g1DevApplicabilityFwd_FP16, ConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::ConvBinWinogradRxSf2x3g1{});
};

TEST_P(CPU_UnitTestConvSolverBinWinogradRxSf2x3g1DevApplicabilityFwd_FP32, ConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::ConvBinWinogradRxSf2x3g1{});
};

// Smoke tests
INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Fwd_FP16,
                         testing::Combine(testing::Values(GetTestParamsHalf()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesHalfFwd())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Bwd_FP16,
                         testing::Combine(testing::Values(GetTestParamsHalf()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesHalfBwd())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Wrw_FP16,
                         testing::Combine(testing::Values(GetTestParamsHalf()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesHalfWrw())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Fwd_FP32,
                         testing::Combine(testing::Values(GetTestParamsFloat()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesFloat())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Bwd_FP32,
                         testing::Combine(testing::Values(GetTestParamsFloat()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesFloat())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverBinWinogradRxSf2x3g1Wrw_FP32,
                         testing::Combine(testing::Values(GetTestParamsFloat()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesFloat())));

// Device applicability test
INSTANTIATE_TEST_SUITE_P(Smoke,
                         CPU_UnitTestConvSolverBinWinogradRxSf2x3g1DevApplicabilityFwd_FP16,
                         testing::Combine(testing::Values(GetTestParamsHalf()),
                                          testing::Values(GetConvTestCasesHalfFwd()[0])));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         CPU_UnitTestConvSolverBinWinogradRxSf2x3g1DevApplicabilityFwd_FP32,
                         testing::Combine(testing::Values(GetTestParamsFloat()),
                                          testing::Values(GetConvTestCasesFloat()[0])));

// =====================================================================
// TransposedConvBinWinogradRxSf2x3g1 (NHWC layout)
// =====================================================================

namespace {

auto GetConvTestCasesNHWCHalfFwd()
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{miopenHalf, miopenTensorNHWC, {1, 40, 20, 20}},
                 {miopenHalf, miopenTensorNHWC, {20, 40, 3, 3}},
                 miopenHalf, {{1, 1}, {1, 1}, {1, 1}}},
        // clang-format on
    };
}

auto GetConvTestCasesNHWCHalfBwd()
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{miopenHalf, miopenTensorNHWC, {1, 20, 20, 20}},
                 {miopenHalf, miopenTensorNHWC, {40, 20, 3, 3}},
                 miopenHalf, {{1, 1}, {1, 1}, {1, 1}}},
        // clang-format on
    };
}

auto GetConvTestCasesNHWCHalfWrw()
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{miopenHalf, miopenTensorNHWC, {1, 20, 20, 20}},
                 {miopenHalf, miopenTensorNHWC, {20, 20, 3, 3}},
                 miopenHalf, {{1, 1}, {1, 1}, {1, 1}}},
        // clang-format on
    };
}

auto GetConvTestCasesNHWCFloat()
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{miopenFloat, miopenTensorNHWC, {1, 20, 20, 20}},
                 {miopenFloat, miopenTensorNHWC, {20, 20, 3, 3}},
                 miopenFloat, {{1, 1}, {1, 1}, {1, 1}}},
        // clang-format on
    };
}

} // namespace

using GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Fwd_FP16 = GPU_UnitTestConvSolverFwd_FP16;
using GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Bwd_FP16 = GPU_UnitTestConvSolverBwd_FP16;
using GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Wrw_FP16 = GPU_UnitTestConvSolverWrw_FP16;
using GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Fwd_FP32 = GPU_UnitTestConvSolverFwd_FP32;
using GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Bwd_FP32 = GPU_UnitTestConvSolverBwd_FP32;
using GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Wrw_FP32 = GPU_UnitTestConvSolverWrw_FP32;
using CPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1DevApplicabilityFwd_FP16 =
    CPU_UnitTestConvSolverDevApplicabilityFwd_NONE;
using CPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1DevApplicabilityFwd_FP32 =
    CPU_UnitTestConvSolverDevApplicabilityFwd_NONE;

TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Fwd_FP16,
       TransposedConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Bwd_FP16,
       TransposedConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Wrw_FP16,
       TransposedConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Fwd_FP32,
       TransposedConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Bwd_FP32,
       TransposedConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxSf2x3g1{});
};

TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Wrw_FP32,
       TransposedConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxSf2x3g1{});
};

TEST_P(CPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1DevApplicabilityFwd_FP16,
       TransposedConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxSf2x3g1{});
};

TEST_P(CPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1DevApplicabilityFwd_FP32,
       TransposedConvBinWinogradRxSf2x3g1)
{
    this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxSf2x3g1{});
};

// Smoke tests
INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Fwd_FP16,
                         testing::Combine(testing::Values(GetTestParamsHalf()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesNHWCHalfFwd())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Bwd_FP16,
                         testing::Combine(testing::Values(GetTestParamsHalf()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesNHWCHalfBwd())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Wrw_FP16,
                         testing::Combine(testing::Values(GetTestParamsHalf()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesNHWCHalfWrw())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Fwd_FP32,
                         testing::Combine(testing::Values(GetTestParamsFloat()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesNHWCFloat())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Bwd_FP32,
                         testing::Combine(testing::Values(GetTestParamsFloat()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesNHWCFloat())));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1Wrw_FP32,
                         testing::Combine(testing::Values(GetTestParamsFloat()),
                                          testing::Values(miopenConvolutionAlgoWinograd),
                                          testing::ValuesIn(GetConvTestCasesNHWCFloat())));

// Device applicability test
INSTANTIATE_TEST_SUITE_P(
    Smoke,
    CPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1DevApplicabilityFwd_FP16,
    testing::Combine(testing::Values(GetTestParamsHalf()),
                     testing::Values(GetConvTestCasesNHWCHalfFwd()[0])));

INSTANTIATE_TEST_SUITE_P(
    Smoke,
    CPU_UnitTestConvSolverTransposedBinWinogradRxSf2x3g1DevApplicabilityFwd_FP32,
    testing::Combine(testing::Values(GetTestParamsFloat()),
                     testing::Values(GetConvTestCasesNHWCFloat()[0])));